GeoAI & Climate Intelligence for Karnali
Satellite-image and geospatial analysis of settlements and river basins across Karnali Province to assess exposure to climate and hydrometeorological hazards.
Overview
Project-based R&D in GeoAI, spatial analytics, environmental data science and climate intelligence, using geospatial, hydrological and meteorological datasets.
What I work on
- Computational workflows for spatial and spatiotemporal analysis — data preparation, feature engineering, model development and visualisation
- Machine-learning approaches for hydrological modeling, environmental prediction and climate-risk analysis, integrating Earth-observation data
- Analysis of major human settlements and river-basin systems across Karnali Province to assess settlement exposure and vulnerability to hydrometeorological hazards in mountainous basins
- Translating methods from GeoAI, remote sensing and climate AI into applied prototypes and decision-support workflows